קופסא שחורה של האנושות עם איתי תירוש, גל כץ ויונתן ולפיש פרק # 2
Bibliographic record
Abstract
אחרי שכולנו נמות, מתוך שרידי אדם מה יחלצו הבאים אחרינו? מייצרים ארכיון של רגעים בל יישכחו של יצירה אנושית Alejandro Hodorowski - Trance Mutation Slow Attack Ensemble - Form and F a d e Hukwe Zawose - Sisitizo La Amani Duniani Slim Whitman - Indian Love Call Susumu Yokota - Kinoko Godflesh - Kingdom Come Mouse on Mars - Schlecktron Negativland - Why Is This Commercial? Christoph De Babalon - Nostep Delroy Edwards - 4 Club Use Only Ariel Pink - Ballad of Bobby Pyn Art of Noise - A Time For The Fear Moodyman - The Setup Bembeya Jazz National - Alalake Swell Maps - Big Empty Field Autechre - Latent Quarter Mark & Suzann Farmer - Dreams (Fleetwood Mac cover) הוקלט ושודר ברדיו המחוגה, 12.8.25
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.000 | 0.003 |
| Insufficient payload (model declined to judge) | 0.061 | 0.032 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".